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NeVibeCode · 676 items

Skills for Science and research

Skills for Science and research: what each one does, an install command and example prompts.

nature-paper-xray Yuan1z0825 skill Deconstructs a scientific paper to reconstruct the real research path, isolate core mechanics, and verify evidence limits before you build on, cite, or present it. CX Codex +1 1,700installs deep-research 199-biotechnologies skill Runs multi-stage research, checks claims against sources, and assembles structured reports. Use it for complex analysis and comparisons, not quick lookups. CX Codex +1 10,200installs research-paper-writing Orchestra Research skill Guides the end-to-end ML research paper workflow from experiment design to LaTeX drafts for top AI conferences. CX Codex +1 493installs geo-sleuth Oldcircle skill This skill estimates where and when a photo was taken using metadata, OCR, maps, and image search. Use it when visual clues need checking. CX Codex +1 3,100installs research-paper-writing Master-cai skill A skill to rewrite research papers into reviewer-friendly drafts. Checks paragraph logic, claim-evidence alignment, and visual quality across Abstract, Introduction, Method, Experiments, and Conclusion. CX Codex +1 1,700installs manim-video SHL0MS, Hermes Agent skill Builds Manim CE projects for math, algorithm, and technical animations. Useful when an AI agent needs to turn an explanation into a rendered video. CX Codex +1 455installs scientific-visualization K-Dense-AI skill Generates and audits publication-ready scientific figures in Matplotlib, Seaborn, and Plotly, focusing on truthful data encoding and accessibility. CX Codex +1 2,400installs scientific-writing K-Dense-AI skill This skill drafts and audits scientific manuscripts and reports while tying claims to verified evidence. Use it for sections, references, declarations, and submission checks. CX Codex +1 2,400installs statistical-analysis K-Dense-AI skill Runs hypothesis tests with assumption checking, effect sizes, and APA-formatted reports. Covers t-tests, ANOVA, correlation, regression, non-parametric and Bayesian methods. CX Codex +1 2,300installs scientific-brainstorming K-Dense-AI skill Structures early-stage research ideation through independent idea generation, transparent scoring, and adversarial review. Useful for ranking hypotheses without premature consensus. CX Codex +1 2,300installs literature-review K-Dense-AI skill This skill searches and synthesizes research literature, checks citations, and prepares Markdown or PDF reviews. Use it for reproducible searches and screening. CX Codex +1 2,300installs scientific-critical-thinking K-Dense-AI skill Evaluates scientific claims, research methodology, and evidence quality. Applies GRADE and Cochrane Risk of Bias frameworks. CX Codex +1 2,400installs scientific-schematics K-Dense-AI skill Creates PNG drafts of scientific diagrams and runs a separate quality review. Use it for neural network architectures, flowcharts, system diagrams, and biological pathways. CX Codex +1 2,200installs scientific-slides K-Dense-AI skill Builds presentation decks for academic conferences, seminars, and thesis defenses. Supports PowerPoint and LaTeX Beamer with structured layouts, timing guidance, and visual consistency. CX Codex +1 2,200installs peer-review K-Dense-AI skill A review skill for scientific manuscripts: checks authorization, picks a reporting guideline, maps claims to evidence and drafts a working assessment. CX Codex +1 2,200installs matplotlib K-Dense-AI skill A skill that guides the agent through Matplotlib: building scientific plots, tuning axes and legends, and exporting figures to PNG, PDF or SVG. CX Codex +1 2,200installs citation-management K-Dense-AI skill Searches OpenAlex, PubMed, and Google Scholar, extracts publication metadata, and builds valid BibTeX references. Helpful when preparing bibliographies for academic manuscripts. CX Codex +1 2,200installs paper-lookup K-Dense-AI skill Search scholarly papers, preprints, citations, and open-access full text through 18 APIs. Use it for DOI, PMID, arXiv ID, author, or topic lookups. CX Codex +1 2,300installs serenity-skill muxu skill Traces technology investment themes through supply-chain constraints to companies’ potential earnings exposure. Use it to compare candidates or challenge a company thesis. CX Codex +1 2,200installs database-lookup K-Dense-AI skill Queries 80 documented public database APIs with explicit filters, pagination, and provenance. It is useful when scientific or financial facts require reproducible citations. CX Codex +1 2,100installs seaborn K-Dense-AI skill A skill that gets your coding agent building seaborn plots from pandas DataFrames: distributions, regressions, pairplots and heatmaps, written against the current API. CX Codex +1 2,100installs markdown-mermaid-writing K-Dense-AI skill Writes scientific Markdown docs and Mermaid structural diagrams: workflows, relationships, timelines, schemas. Handy when a report or README has to live in git as text. CX Codex +1 2,100installs hypothesis-generation K-Dense-AI skill Turns raw observations into testable hypotheses, rival explanations, and preregistration analysis plans without mistaking tentative claims for proven facts. CX Codex +1 2,100installs statsmodels K-Dense-AI skill This skill teaches the agent to fit and diagnose Python statistical models: OLS, GLM, discrete outcomes and time series. Useful when you need coefficients plus a check on model assumptions. CX Codex +1 2,100installs exploratory-data-analysis K-Dense-AI skill Runs bounded local exploratory analysis on scientific files like CSV, NumPy, and HDF5. It profiles datasets safely without network access or raw data leakage. CX Codex +1 2,100installs siege official Anthropic skill Runs iterative rounds on a hard math problem using subagents and maintains a proof ledger. It helps test mathematical claims without manually driving each step. 658installs parallel-web K-Dense-AI skill Unified skill for web search, PDF extraction, deep research, and entity enrichment via parallel-cli. Ideal for technical research and scientific sources. CX Codex +1 2,000installs umap-learn K-Dense-AI skill This skill guides UMAP-based dimensionality reduction, 2D/3D embeddings, and clustering preparation. Use it when an agent needs supervised or semi-supervised UMAP workflows. CX Codex +1 2,000installs optimize-for-gpu K-Dense-AI skill Accelerates data-heavy Python workloads on NVIDIA GPUs and benchmarks the end-to-end speedup against the CPU baseline. CX Codex +1 2,000installs get-available-resources K-Dense-AI skill This skill inspects CPU, memory, disk, scheduler, container and accelerator limits for the current process. Use it before planning a resource-sensitive local workload. CX Codex +1 2,000installs matlab K-Dense-AI skill A skill for designing and reviewing numerical code in MATLAB and GNU Octave. Useful when you need to inspect a stranger's .m file or prepare a reproducible project. CX Codex +1 2,000installs market-research-reports K-Dense-AI skill Builds evidence-traceable market reports and models assumption-driven TAM, SAM, and SOM forecast scenarios. CX Codex +1 2,000installs dask K-Dense-AI skill A skill that teaches the agent to use Dask for DataFrames, arrays and tasks that outgrow RAM or run across a cluster. CX Codex +1 2,000installs shap K-Dense-AI skill Guides AI agents in explaining and auditing machine learning predictions with SHAP. Useful for selecting explainers, checking additivity, and rendering attribution plots. CX Codex +1 2,000installs pyzotero K-Dense-AI skill Manages Zotero libraries through the pyzotero Python client: search references, edit records, handle collections, tags, and attachments. Use it for bibliography automation. CX Codex +1 2,000installs transformers K-Dense-AI skill A skill that walks your agent through Hugging Face Transformers: pulling checkpoints from the Hub, running pipeline inference, generating text and fine-tuning with Trainer. CX Codex +1 2,000installs networkx K-Dense-AI skill Build, analyse and visualise Python graphs with NetworkX. Use it for routes, centrality, communities and graph file formats. CX Codex +1 2,000installs sympy K-Dense-AI skill Skill for exact symbolic computation: algebra, differential equations, matrices, physics. When you need √2 exactly instead of 1.414, not numerical approximations. CX Codex +1 2,000installs pytorch-lightning K-Dense-AI skill Guides agents through structuring PyTorch Lightning 2.6.6 code, from LightningModules to distributed trainers. Useful when scaling training across GPUs. CX Codex +1 2,000installs research-grants K-Dense-AI skill Helps prepare and review research grant proposals for NSF, NIH, DOE, DARPA, and NSTC. Use it to track opportunity rules, shape proposal sections, and address reviewer feedback. CX Codex +1 2,000installs

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